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process mining

topic2 events
papersTODAY 04:00 UTC

arXiv paper examines multi-task learning for predictive process monitoring

A new arXiv preprint studies whether multi-task learning can improve predictive process monitoring, which forecasts how ongoing organizational processes will unfold so information systems can support proactive analysis rather than just execution. The work situates itself within deep learning approaches that have already raised prediction accuracy in this area, and explores the potential of training related prediction tasks jointly.

multi-task-learning/process-monitoring/deep-learning/research
papersTODAY 04:00 UTC

arXiv Paper Proposes 'BlueSky' Research Agenda for Agentic Process Mining

A newly revised arXiv preprint argues that process mining should move beyond retrospective analysis of event logs toward supporting process-aware AI agents that take governed actions. The authors sketch a research agenda, framed as a BlueSky vision, covering how such agents would move from understanding recorded behavior to acting on it under governance constraints. The work positions agentic AI as a shift in what process mining is expected to deliver.

agents/process-mining/research/arxiv